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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fenrg.2021.641983</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Fabrication of Functional Materials for Dye-sensitized Solar Cells</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Tontapha</surname> <given-names>Sarawut</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1216209/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Uppachai</surname> <given-names>Pikaned</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1169029/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Amornkitbamrung</surname> <given-names>Vittaya</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/278658/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Integrated Nanotechnology Research Center, Department of Physics, Faculty of Science, Khon Kaen University</institution>, <addr-line>Khon Kaen</addr-line>, <country>Thailand</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute of Nanomaterials Research and Innovation for Energy (IN-RIE), Khon Kaen University</institution>, <addr-line>Khon Kaen</addr-line>, <country>Thailand</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Applied Physics, Faculty of Engineering, Rajamangala University of Technology Isan</institution>, <addr-line>Khon Kaen</addr-line>, <country>Thailand</country></aff>
<aff id="aff4"><sup>4</sup><institution>Center for Alternative Energy Research and Development, Faculty of Engineering, Khon Kaen University</institution>, <addr-line>Khon Kaen</addr-line>, <country>Thailand</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Su Pei Lim, Xiamen University, Malaysia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Zhibin Yang, Shanghai Jiao Tong University, China; Mingxing Wu, Hebei Normal University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Pikaned Uppachai <email>pikaned.up&#x00040;rmuti.ac.th</email></corresp>
<corresp id="c002">Vittaya Amornkitbamrung <email>vittaya&#x00040;kku.ac.th</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Solar Energy, a section of the journal Frontiers in Energy Research</p></fn></author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>641983</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Tontapha, Uppachai and Amornkitbamrung.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Tontapha, Uppachai and Amornkitbamrung</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license></permissions>
<abstract><p>Dye-sensitized solar cells (DSSCs) have been developed as a promising photovoltaic cell type in recent decades because of their low cost, environmental friendliness, ease of fabrication, and suitability for a wide range of indoor and outdoor applications, especially under diverse shaded and low-light condition. They are typically composed of three main components: a transparent conducting oxide (TCO) substrate-based working electrode with wide-bandgap semiconductors and dye sensitizer molecules, an electrolytic mediator based on redox couple species, and a TCO-based counter electrode consisting of catalyst materials. The development of intrinsic and functional organic, inorganic, metal oxide, composite, and carbon-based materials has been intensively studied to enhance the efficiency of DSSCs. A simple and low-cost fabrication process that uses natural products is also considered essential for further large-scale production. In this article, we review the fabrication of various functional materials and their effects on DSSC performance.</p></abstract>
<kwd-group>
<kwd>dye-sensitized solar cells</kwd>
<kwd>functional materials</kwd>
<kwd>carbon-based materials</kwd>
<kwd>composite materials</kwd>
<kwd>density functional theory</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="67"/>
<page-count count="9"/>
<word-count count="6434"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Dye-sensitized solar cells (DSSCs) represent promising molecular architecture opportunities in the field of energy conversion. DSSCs consist of three crucial parts: a working electrode (WE) with a photosensitizer, an electrolytic mediator, and a counter electrode (CE).</p>
<p>The development of new photosensitizers for DSSCs is a challenge that is being pursued through investigations at the molecular level. Recently, dye molecules have been developed from natural and synthetic sources to allow practical implementation and have accordingly attracted the attention of numerous researchers seeking to develop materials with better photosensitizing properties. The sensitizer plays an essential role in light absorption and electron injection into the conduction band of a semiconductor.</p>
<p>In DSSCs, an electrolyte based on a tri-iodide/iodide (<inline-formula><mml:math id="M1"><mml:msubsup><mml:mrow><mml:mtext>I</mml:mtext></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>/I<sup>&#x02212;</sup>) mediator provides the best electrochemical efficiency and is widely utilized with a metal catalyst. However, this electrolyte is extremely corrosive to the metal film catalyst of a CE (Olsen et al., <xref ref-type="bibr" rid="B40">2000</xref>). Reducing the corrosive activity of iodide by using the highly stable catalyst materials is therefore a key to realizing the full potential of an <inline-formula><mml:math id="M2"><mml:msubsup><mml:mrow><mml:mtext>I</mml:mtext></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>/I<sup>&#x02212;</sup> electrolyte. The use of an organic disulfide/thiolate (T<sub>2</sub>/T<sup>&#x02212;</sup>) electrolyte has also been investigated because of its high transmittance and low corrosivity; it exhibits higher efficiency and stability than the conventional <inline-formula><mml:math id="M3"><mml:msubsup><mml:mrow><mml:mtext>I</mml:mtext></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>/I<sup>&#x02212;</sup> electrolyte.</p>
<p>Since Pt-based CEs exhibit the best electrochemical efficiency, they are commonly used in high-performance DSSCs, but Pt is not the only catalyst that has been studied. Materials, such as conductive allotropes of carbon, graphite, graphene, and carbon nanotubes, as well as amorphous and diamond-like and graphite-like carbon composite films have also significantly advanced this field of research. Furthermore, high-performance catalysts using composite or functional materials have been developed to promote the greater surface area, low charge-transfer resistance, and cocatalytic activity.</p>
<p>To provide a clear picture of the progress of DSSC research, this review provides a summary of recent advances in the fabrication of DSSC components. Indeed, a great deal of research has been conducted to evaluate various WEs, photosensitizers, electrolytes, and CEs, as detailed in <xref ref-type="fig" rid="F1">Figure 1</xref> and <xref ref-type="table" rid="T1">Table 1</xref>, and discussed in the following sections.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Schematic diagram of DSSC structure and its functional materials.</p></caption>
<graphic xlink:href="fenrg-09-641983-g0001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of the important results of DSSCs using functional natural sensitizer and carbon, carbon-based, metal-based, and composite-based CE materials.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Counter electrode</bold></th>
<th valign="top" align="left"><bold>Dye-sensitizer</bold></th>
<th valign="top" align="center"><bold>Electrolyte</bold></th>
<th valign="top" align="center"><bold><italic>J</italic><sub><bold>SC</bold></sub> (mA/cm<sup><bold>&#x02212;2</bold></sup>)</bold></th>
<th valign="top" align="center"><bold><italic>V</italic><sub><bold>OC</bold></sub> (V)</bold></th>
<th valign="top" align="center"><bold>FF</bold></th>
<th valign="top" align="center"><bold>PCE (%)</bold></th>
<th valign="top" align="center"><bold>PCE/Pt (%)</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="9"><bold>Photosensitizer and molecular development</bold></td>
</tr>
<tr>
<td valign="top" align="left">Pt</td>
<td valign="top" align="left">Anthocyanins</td>
<td valign="top" align="center"><inline-formula><mml:math id="M5"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">2.91</td>
<td valign="top" align="center">0.46</td>
<td valign="top" align="center">0.53</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="left">Chaiamornnugool et al., <xref ref-type="bibr" rid="B2">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pt</td>
<td valign="top" align="left">&#x003B1;-mangostin</td>
<td valign="top" align="center"><inline-formula><mml:math id="M6"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">5.189</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="center">1.78</td>
<td valign="top" align="left">Tontapha et al., <xref ref-type="bibr" rid="B53">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pt</td>
<td valign="top" align="left">Anthocyanins</td>
<td valign="top" align="center"><inline-formula><mml:math id="M7"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">3.57</td>
<td valign="top" align="center">0.46</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="left">Phinjaturus et al., <xref ref-type="bibr" rid="B42">2016</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="9"><bold>Carbon and carbon based materials</bold></td>
</tr>
<tr>
<td valign="top" align="left">Carbon black mixed graphite</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M8"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">11.34</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">6.70</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="left">Kay and Gr&#x000E4;tzel, <xref ref-type="bibr" rid="B18">1996</xref></td>
</tr>
<tr>
<td valign="top" align="left">Carbon black</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M9"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.80</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">9.10</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="left">Murakami et al., <xref ref-type="bibr" rid="B37">2006</xref></td>
</tr>
<tr>
<td valign="top" align="left">Electrospun carbon nanofibers</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M10"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">12.60</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">5.50</td>
<td valign="top" align="center">6.97</td>
<td valign="top" align="left">Joshi et al., <xref ref-type="bibr" rid="B15">2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Sub-micrometer-sized graphite (CG-c)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M11"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">12.70</td>
<td valign="top" align="center">0.79</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">6.20</td>
<td valign="top" align="center">6.80</td>
<td valign="top" align="left">Veerappan et al., <xref ref-type="bibr" rid="B61">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Graphene</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M12"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.99</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">6.81</td>
<td valign="top" align="center">8.49</td>
<td valign="top" align="left">Zhang et al., <xref ref-type="bibr" rid="B66">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">SWCNT</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M13"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">14.94</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">7.61</td>
<td valign="top" align="center">8.49</td>
<td valign="top" align="left">Zhang et al., <xref ref-type="bibr" rid="B66">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">DWCNT</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M14"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.43</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">8.30</td>
<td valign="top" align="center">8.49</td>
<td valign="top" align="left">Zhang et al., <xref ref-type="bibr" rid="B66">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">MWCNT</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M15"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.20</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">7.67</td>
<td valign="top" align="center">7.83</td>
<td valign="top" align="left">Lee et al., <xref ref-type="bibr" rid="B23">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">MWCNT</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M16"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.25</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">0.56</td>
<td valign="top" align="center">7.06</td>
<td valign="top" align="center">8.49</td>
<td valign="top" align="left">Zhang et al., <xref ref-type="bibr" rid="B66">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">Mg incorporated MWCNT (W-Mg-0.04-g-CNT-1-min)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M17"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">3.71</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="left">Pimanpang et al., <xref ref-type="bibr" rid="B43">2009</xref></td>
</tr>
<tr>
<td valign="top" align="left">rGO</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M18"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">12.58</td>
<td valign="top" align="center">0.70</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">5.11</td>
<td valign="top" align="center">7.89</td>
<td valign="top" align="left">Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">AN-rGO (1:10)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M19"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.34</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">6.88</td>
<td valign="top" align="center">7.89</td>
<td valign="top" align="left">Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">NB-rGO (1:10)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M20"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.92</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">7.11</td>
<td valign="top" align="center">7.89</td>
<td valign="top" align="left">Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">rGO</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M21"><mml:mrow><mml:msup><mml:mrow><mml:mo stretchy='false'>[</mml:mo><mml:mi>C</mml:mi><mml:mi>o</mml:mi><mml:msub><mml:mrow><mml:mo stretchy='false'>(</mml:mo><mml:mi>b</mml:mi><mml:mi>p</mml:mi><mml:mi>y</mml:mi><mml:mo stretchy='false'>)</mml:mo></mml:mrow><mml:mn>3</mml:mn></mml:msub><mml:mo stretchy='false'>]</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn><mml:mo>+</mml:mo><mml:mo>/</mml:mo><mml:mn>2</mml:mn><mml:mo>+</mml:mo></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></td>
<td valign="top" align="center">6.82</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">3.34</td>
<td valign="top" align="center">4.57</td>
<td valign="top" align="left">Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">AN-rGO (1:10)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M22"><mml:mrow><mml:msup><mml:mrow><mml:mo stretchy='false'>[</mml:mo><mml:mi>C</mml:mi><mml:mi>o</mml:mi><mml:msub><mml:mrow><mml:mo stretchy='false'>(</mml:mo><mml:mi>b</mml:mi><mml:mi>p</mml:mi><mml:mi>y</mml:mi><mml:mo stretchy='false'>)</mml:mo></mml:mrow><mml:mn>3</mml:mn></mml:msub><mml:mo stretchy='false'>]</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn><mml:mo>+</mml:mo><mml:mo>/</mml:mo><mml:mn>2</mml:mn><mml:mo>+</mml:mo></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></td>
<td valign="top" align="center">10.20</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">4.44</td>
<td valign="top" align="center">4.57</td>
<td valign="top" align="left">Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">NB-rGO (1:10)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M23"><mml:mrow><mml:msup><mml:mrow><mml:mo stretchy='false'>[</mml:mo><mml:mi>C</mml:mi><mml:mi>o</mml:mi><mml:msub><mml:mrow><mml:mo stretchy='false'>(</mml:mo><mml:mi>b</mml:mi><mml:mi>p</mml:mi><mml:mi>y</mml:mi><mml:mo stretchy='false'>)</mml:mo></mml:mrow><mml:mn>3</mml:mn></mml:msub><mml:mo stretchy='false'>]</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn><mml:mo>+</mml:mo><mml:mo>/</mml:mo><mml:mn>2</mml:mn><mml:mo>+</mml:mo></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></td>
<td valign="top" align="center">10.36</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">4.51</td>
<td valign="top" align="center">4.57</td>
<td valign="top" align="left">Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">Cement:CNTs (29:71)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M24"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">18.66</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">9.60</td>
<td valign="top" align="center">11.22</td>
<td valign="top" align="left">Chindapasirt et al., <xref ref-type="bibr" rid="B4">2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">Annealed-hydrothermal (AHT)-MWCNT</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M25"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">14.27</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">7.66</td>
<td valign="top" align="center">8.01</td>
<td valign="top" align="left">Siriroj et al., <xref ref-type="bibr" rid="B51">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">ITO/Pt/10 sccm N2 doped DLC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M26"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">2.33</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">0.34</td>
<td valign="top" align="center">1.85</td>
<td valign="top" align="center">3.20/3.53</td>
<td valign="top" align="left">Wang et al., <xref ref-type="bibr" rid="B62">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">600&#x000B0;C annealed DLC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M27"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">10.57</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">5.00</td>
<td valign="top" align="center">n/a</td>
<td valign="top" align="left">Park and Kim, <xref ref-type="bibr" rid="B41">2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">500C-DLC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M28"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.70</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.66</td>
<td valign="top" align="center">7.61</td>
<td valign="top" align="center">7.74</td>
<td valign="top" align="left">Uppachai, <xref ref-type="bibr" rid="B59">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Annealed-nanoporous carbon microspheres (A-CMS)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M29"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.82</td>
<td valign="top" align="center">0.80</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">7.71</td>
<td valign="top" align="center">8.05</td>
<td valign="top" align="left">Lowpa et al., <xref ref-type="bibr" rid="B26">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Mangosteen peel carbon (MPC)</td>
<td valign="top" align="left">&#x003B1;-mangostin<break/> anthocyanins</td>
<td valign="top" align="center"><inline-formula><mml:math id="M30"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">8.70</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center">2.63</td>
<td valign="top" align="center">1.47</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B29">2015a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Mangosteen peel carbon (MPC)</td>
<td valign="top" align="left">&#x003B1;-mangostin<break/> anthocyanins</td>
<td valign="top" align="center"><italic>I</italic><sub>2</sub>/<italic>NaI</italic></td>
<td valign="top" align="center">5.58</td>
<td valign="top" align="center">0.70</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">1.99</td>
<td valign="top" align="center">1.75</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B33">2015b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Annealed-carbon</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M31"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">18.56</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">8.74</td>
<td valign="top" align="center">8.80</td>
<td valign="top" align="left">Tangtrakarn et al., <xref ref-type="bibr" rid="B52">2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">Annealed-carbon</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M32"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">16.53</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">4.74</td>
<td valign="top" align="center">3.98</td>
<td valign="top" align="left">Tangtrakarn et al., <xref ref-type="bibr" rid="B52">2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">PPy-MWCNTs</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M33"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">14.99</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">6.56</td>
<td valign="top" align="center">7.20</td>
<td valign="top" align="left">Towannang et al., <xref ref-type="bibr" rid="B56">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">PPy-MWCNTs</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M34"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">8.29</td>
<td valign="top" align="center">0.63</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">3.05</td>
<td valign="top" align="center">3.19</td>
<td valign="top" align="left">Towannang et al., <xref ref-type="bibr" rid="B56">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">MWCNTs/Pt</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M35"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.10</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">8.90</td>
<td valign="top" align="center">8.13</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B30">2012a</xref></td>
</tr>
<tr>
<td valign="top" align="left">Co-N-MC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M36"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.00</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.70</td>
<td valign="top" align="center">7.57</td>
<td valign="top" align="center">8.22</td>
<td valign="top" align="left">Hasin et al., <xref ref-type="bibr" rid="B11">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ni-N-MC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M37"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.60</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">0.70</td>
<td valign="top" align="center">8.42</td>
<td valign="top" align="center">8.22</td>
<td valign="top" align="left">Hasin et al., <xref ref-type="bibr" rid="B11">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Co-N-MC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M38"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">16.00</td>
<td valign="top" align="center">0.70</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">6.80</td>
<td valign="top" align="center">5.25</td>
<td valign="top" align="left">Hasin et al., <xref ref-type="bibr" rid="B11">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ni-N-MC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M39"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">16.00</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">6.95</td>
<td valign="top" align="center">5.25</td>
<td valign="top" align="left">Hasin et al., <xref ref-type="bibr" rid="B11">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">Carbon/Ni<sub>3</sub>S<sub>2</sub></td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M40"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">20.75</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.62</td>
<td valign="top" align="center">9.64</td>
<td valign="top" align="center">8.38</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B33">2015b</xref></td>
</tr>
<tr>
<td valign="top" align="left">AH-TiC-carbon</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M41"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">10.12</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">3.59</td>
<td valign="top" align="center">3.84</td>
<td valign="top" align="left">Towannang et al., <xref ref-type="bibr" rid="B55">2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ni<sub>3</sub>S<sub>2</sub>&#x00040;MWCNTs</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M42"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">17.25</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.56</td>
<td valign="top" align="center">7.48</td>
<td valign="top" align="center">7.24</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B34">2019</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="9"><bold>Metal-based and composite materials</bold></td>
</tr>
<tr>
<td valign="top" align="left">PVP-capped Pt</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M43"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">10.50</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">2.84</td>
<td valign="top" align="center">2.79</td>
<td valign="top" align="left">Wei et al., <xref ref-type="bibr" rid="B64">2006</xref></td>
</tr>
<tr>
<td valign="top" align="left">PANI</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M44"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">14.60</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">7.15</td>
<td valign="top" align="center">6.90</td>
<td valign="top" align="left">Li et al., <xref ref-type="bibr" rid="B24">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">PPy</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M45"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.01</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">7.66</td>
<td valign="top" align="center">6.90</td>
<td valign="top" align="left">Wu et al., <xref ref-type="bibr" rid="B65">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">MWCNT/PEDOT:PSS</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M46"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">15.5</td>
<td valign="top" align="center">0.66</td>
<td valign="top" align="center">0.63</td>
<td valign="top" align="center">6.50</td>
<td valign="top" align="center">8.50</td>
<td valign="top" align="left">Fan et al., <xref ref-type="bibr" rid="B5">2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">AC-1R-PPy</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M47"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">14.58</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">4.72</td>
<td valign="top" align="center">7.59</td>
<td valign="top" align="left">Keothongkham et al., <xref ref-type="bibr" rid="B19">2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">PEDOT-PSS-30L (30% large TiO<sub>2</sub>: 70% small TiO<sub>2</sub>)</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M48"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">17.30</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">8.49</td>
<td valign="top" align="center">7.50</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B31">2012b</xref></td>
</tr>
<tr>
<td valign="top" align="left">NiSO<sub>4</sub>-PEDOT:PSS</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M49"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">8.79</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.54</td>
<td valign="top" align="center">3.05</td>
<td valign="top" align="center">3.64</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B35">2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">0.3NiS(NPs)/PEDOT-PSS</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M50"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">16.05</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">8.18</td>
<td valign="top" align="center">8.62</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B32">2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">STO_Co 0.075</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M51"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">21.22</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">8.39</td>
<td valign="top" align="center">8.27</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B27">2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pt-WC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M52"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">11.93</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">4.29</td>
<td valign="top" align="center">3.80</td>
<td valign="top" align="left">Towannang et al., <xref ref-type="bibr" rid="B57">2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pd-WC</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M53"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">11.79</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">0.29</td>
<td valign="top" align="center">2.01</td>
<td valign="top" align="center">1.46 (Pd)</td>
<td valign="top" align="left">Towannang et al., <xref ref-type="bibr" rid="B57">2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">FTO/PNO/Pt</td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M54"><mml:msup><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td valign="top" align="center">17.16</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">8.17</td>
<td valign="top" align="center">7.23</td>
<td valign="top" align="left">Maiaugree et al., <xref ref-type="bibr" rid="B28">2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">WO<sub>2.6</sub></td>
<td valign="top" align="left">N719</td>
<td valign="top" align="center"><inline-formula><mml:math id="M55"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msubsup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula></td>
<td valign="top" align="center">13.44</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">5.25</td>
<td valign="top" align="center">6.96</td>
<td valign="top" align="left">Uppachai et al., <xref ref-type="bibr" rid="B60">2014</xref></td>
</tr>
</tbody>
</table>
</table-wrap></sec>
<sec id="s2">
<title>Advanced Functional Materials for Photoelectrodes</title>
<sec>
<title>Metal Oxide and Nanocomposite Materials</title>
<p>Nanocrystalline TiO<sub>2</sub>-based mesoporous electrodes are frequently used in DSSCs because TiO<sub>2</sub> exhibits the highest efficiency among the investigated materials, which also include ZnO, SnO<sub>2</sub>, Nb<sub>2</sub>O<sub>5</sub>, SrTiO<sub>3</sub>, Zn<sub>2</sub>SnO<sub>4</sub>, and ZnO-coated SnO<sub>2</sub> (Hagfeldt et al., <xref ref-type="bibr" rid="B9">2010</xref>). In an efficient DSSC, the photoelectrode should have the following characteristics (Hasan et al., <xref ref-type="bibr" rid="B10">2020</xref>):</p>
<list list-type="simple">
<list-item><p>- <italic>High surface area and porosity</italic>.</p></list-item>
<list-item><p>- <italic>A conduction band level should be sufficiently lower than the lowest unoccupied molecular orbital of the dye molecule</italic>.</p></list-item>
<list-item><p>- <italic>High electrical conductivity</italic>.</p></list-item>
<list-item><p>- <italic>Good chemical stability avoid photo- or chemical corrosion</italic>.</p></list-item>
<list-item><p>- <italic>The ability to absorb or scatter the solar radiation effectively</italic>.</p></list-item>
</list>
<p>The development of efficient WEs based on various types of materials is accordingly reviewed in this section. A modified photoelectrode was developed by adding nitrogen heterocycles as electron-donors, which produced a negative shift in the conduction band and reduced electron recombination (Lau and Soroush, <xref ref-type="bibr" rid="B22">2019</xref>). Other additives in the semiconductor materials with a suitable cation/anion have also sufficient conduction band edge providing high electron injection rate (Hasan et al., <xref ref-type="bibr" rid="B10">2020</xref>). A DSSC-based metal oxide semiconductor co-adsorbed with guanidinium [C(NH<sub>2</sub><inline-formula><mml:math id="M4"><mml:msubsup><mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>&#x0002B;</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>] cations achieved an efficiency of 11.04% (Gr&#x000E4;tzel, <xref ref-type="bibr" rid="B8">2004</xref>). Furthermore, adding other cation dopants, such as Ni, W, Al, Nb, Sn, Li, Fe, Cu, Zn, Ce, La, and Eu, to semiconductor materials can change by the interfacial energy levels leading to faster electron hole separation from dye to mesoporous electrodes and also reduced the recombination of photoelectrons at the electrolyte&#x02013;semiconductor interface (Watson and Meyer, <xref ref-type="bibr" rid="B63">2004</xref>; Roose et al., <xref ref-type="bibr" rid="B45">2015</xref>; Hasan et al., <xref ref-type="bibr" rid="B10">2020</xref>). The anionic dopants, including N, B, C, S, P, F, I, and Br, have also been reported (Zhang et al., <xref ref-type="bibr" rid="B67">2010</xref>; Cheng et al., <xref ref-type="bibr" rid="B3">2015</xref>). In comparison to cationic dopants, anionic dopants have a greater electrical conductivity because of their superior thermal and photochemical stabilities (Hasan et al., <xref ref-type="bibr" rid="B10">2020</xref>).</p>
<p>Besides cationic/anionic additives, Jarernboon et al. (<xref ref-type="bibr" rid="B13">2009a</xref>) studied the effects of multiwall carbon nanotubes (MWCNTs) on the reduction of the microcrack formation in metal oxide TiO<sub>2</sub> films. They successfully synthesized a nanocomposite TiO<sub>2</sub>/MWCNT film using an electrophoretic deposition technique, finding that a minimal addition of MWCNTs to the TiO<sub>2</sub> solution significantly reduced the degree of TiO<sub>2</sub> cracking. It was suggested that MWCNTs minimize cracking by bonding to TiO<sub>2</sub> particles through the interaction of their hydroxyl and carboxylic groups. The spectrophotometric measurements revealed that the MWCNTs were well dispersed on the film, and the amount of MWCNTs incorporated on the film increased with increasing MWCNT concentration in the solution.</p>
<p>Jarernboon et al. (<xref ref-type="bibr" rid="B14">2009b</xref>) reported the optimization of TiO<sub>2</sub> films for DSSC applications prepared <italic>via</italic> electrophoretic deposition. It was found that the thickness of the TiO<sub>2</sub> films increased proportionally with the deposition time and voltage. However, as the deposition time or deposition voltage increased, the film surface became more discontinuous and microcracks became evident. The characteristics of these films as WEs were also analyzed. The energy conversion efficiency and photocurrent density were both dependent on TiO<sub>2</sub> thickness. The curve fitting of the relationship between energy conversion efficiency and TiO<sub>2</sub> thickness revealed an optimum solar cell efficiency of &#x0007E;2.8% at a film thickness of &#x0007E;14 &#x003BC;m.</p>
<p>Saekow et al. (<xref ref-type="bibr" rid="B46">2012</xref>) reported a huge increase in the photocurrent density and conversion efficiency of DSSCs manufactured using a high-intensity UV-O<sub>3</sub> treatment on TiO<sub>2</sub>-layered WEs. This high-intensity UV-O<sub>3</sub> treatment reduces the charge-transfer resistance and increases the amount of dye adsorbed onto the TiO<sub>2</sub> surface. This appears to have the same effect as the sintering of electrical contacts through UV illumination during the manufacturing of the semiconductors.</p></sec>
<sec>
<title>Photosensitizer and Molecular Development</title>
<p>Photosensitizers are a critical component of DSSCs that play an essential role in light absorption and electron injection into the conduction band of a semiconductor. A dye sensitizer acts to absorb photons that contain energy equal to or higher than the energy gap of its molecules, improving the efficiency of DSSCs. Indeed, a sufficient driving force is required to convert light into electricity (Sang-aroon et al., <xref ref-type="bibr" rid="B50">2019</xref>), providing an opportunity to design and develop molecular dyes for use as photosensitizers in DSSCs. Such dyes can either be derived from natural sources or be synthesized, and their molecular structures have been improved considerably by ongoing research. The molecular architecture of an effective photosensitizer has the following essential characteristics (Hagfeldt et al., <xref ref-type="bibr" rid="B9">2010</xref>):</p>
<list list-type="simple">
<list-item><p>- <italic>The photosensitizer should have small molecules that are easily dispersed to cover the nanocluster surfaces of semiconductors and form many layers for adsorption</italic>.</p></list-item>
<list-item><p>- <italic>The absorption spectrum of the photosensitizer should cover the entire visible region and even part of the near-infrared (NIR) region</italic>.</p></list-item>
<list-item><p>- <italic>The photosensitizer should have many anchoring groups such as &#x02013;OH, &#x02013;COOH, &#x02013;H</italic><sub>2</sub><italic>PO</italic><sub>3</sub><italic>, and &#x02013;SO</italic><sub>3</sub><italic>H, which can strongly bind to the semiconductor surface</italic>.</p></list-item>
<list-item><p>- <italic>The excited state of the photosensitizer should be higher in energy than the conduction band edge of the semiconductor, so that an efficient electron transfer process can occur between the excited dye and conduction band can occur. In contrast, the highest occupied molecular orbital of the photosensitizer should have a more positive potential than the valence band of the semiconductor</italic>.</p></list-item>
<list-item><p>- <italic>For dye regeneration, the oxidized state of the photosensitizer must be more positive than the redox potential of the electrolyte</italic>.</p></list-item>
<list-item><p>- <italic>Unfavorable dye aggregation on the semiconductor surface should be avoided by optimizing the molecular structure of the dye or by adding the co-adsorbers that prevent aggregation</italic>.</p></list-item>
<list-item><p>- <italic>The photosensitizer should be photothermally and electrochemically stable</italic>.</p></list-item>
</list>
<p>Many different sensitizing dyes, including synthetic dyes (i.e., metal complexes and metal-free organic dyes) and natural dye pigments, have been evaluated for the application as photosensitizers in DSSCs according to the requirements in the studies by Sang-aroon et al. (<xref ref-type="bibr" rid="B49">2012</xref>, <xref ref-type="bibr" rid="B48">2013</xref>, <xref ref-type="bibr" rid="B47">2014</xref>), Chaiamornnugool et al. (<xref ref-type="bibr" rid="B2">2017</xref>), Tontapha et al. (<xref ref-type="bibr" rid="B53">2017</xref>), and Phinjaturus et al. (<xref ref-type="bibr" rid="B42">2016</xref>). The theoretical calculations are an important tool that can be used to understand, express, predict, and optimize the properties of the photochemical mechanism of sensitizing dyes during the intramolecular transition. In particular, a fundamental understanding of density functional theory (DFT) is helpful for designing and developing molecular structures to achieve better photosensitizer efficiency. Therefore, the DFT and time-dependent DFT (TD-DFT) methods have been used to calculate and predict the geometric structures of different dyes and explain their interactions within DSSC cells at an electron scale (Sang-aroon et al., <xref ref-type="bibr" rid="B49">2012</xref>, <xref ref-type="bibr" rid="B48">2013</xref>, <xref ref-type="bibr" rid="B47">2014</xref>; Chaiamornnugool et al., <xref ref-type="bibr" rid="B2">2017</xref>; Tontapha et al., <xref ref-type="bibr" rid="B53">2017</xref>).</p>
<p>Among the natural sensitizing dyes, monascus (Sang-aroon et al., <xref ref-type="bibr" rid="B49">2012</xref>), cochineal and lac dyes (Sang-aroon et al., <xref ref-type="bibr" rid="B48">2013</xref>), orcein dyes (Sang-aroon et al., <xref ref-type="bibr" rid="B47">2014</xref>), anthocyanins (Maiaugree et al., <xref ref-type="bibr" rid="B29">2015a</xref>; Phinjaturus et al., <xref ref-type="bibr" rid="B42">2016</xref>; Chaiamornnugool et al., <xref ref-type="bibr" rid="B2">2017</xref>; Tontapha et al., <xref ref-type="bibr" rid="B53">2017</xref>), mangosteen dyes (Maiaugree et al., <xref ref-type="bibr" rid="B29">2015a</xref>; Tontapha et al., <xref ref-type="bibr" rid="B53">2017</xref>), and others (Sang-aroon et al., <xref ref-type="bibr" rid="B50">2019</xref>) have shown good photosensitizing properties in both theoretical and experimental procedures. The main properties of DSSCs with various dye sensitizers are summarized in <xref ref-type="table" rid="T1">Table 1</xref>. However, the conversion efficiency of natural dyes when used as molecular sensitizers is still lower than that of synthetic dyes. Thus, it is necessary to search for new and highly effective synthetic dyes for the development of more effective photosensitive materials. Alternatively, the dye adsorption patterns can be designed with double- or triple-layered architectures to provide high-efficiency DSSCs. However, this is currently a challenge, as molecular engineering must be used to modify the electronic and molecular structures of the dyes to shift their absorption into the visible light region. Additionally, the adsorption kinetics of sensitizing dyes should be experimentally determined to develop an understanding of the adsorption rate of individual dyes.</p></sec></sec>
<sec id="s3">
<title>Electrolytes</title>
<p>Electrolytes are an important part of dye charge regeneration from its oxidized state to neutral state form by receiving electrons from redox mediators. The electrolyte- based redox couple system provides several benefits when applying an electrolyte to a device, such as (Krishna et al., <xref ref-type="bibr" rid="B21">2019</xref>; Sang-aroon et al., <xref ref-type="bibr" rid="B50">2019</xref>; Hasan et al., <xref ref-type="bibr" rid="B10">2020</xref>):</p>
<list list-type="simple">
<list-item><p>- <italic>Substantial ion mobility and low viscosity to support the fast transfer of electrons</italic>.</p></list-item>
<list-item><p>- <italic>A high diffusion coefficient</italic>.</p></list-item>
<list-item><p>- <italic>Long-term stability</italic>.</p></list-item>
<list-item><p>- <italic>Good interfacial contact with the nanocrystalline semiconductor and counter electrode</italic>.</p></list-item>
<list-item><p>- <italic>No tendency to induce dye desorption from the semiconductor surface or the dye degradation</italic>.</p></list-item>
<list-item><p>- <italic>Non-absorption in the visible light region</italic>.</p></list-item>
</list>
<p>An <inline-formula><mml:math id="M56"><mml:msubsup><mml:mrow><mml:mtext>I</mml:mtext></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>/I<sup>&#x02212;</sup> redox couple electrolyte is typically employed in DSSCs (Maiaugree et al., <xref ref-type="bibr" rid="B29">2015a</xref>; Sang-aroon et al., <xref ref-type="bibr" rid="B50">2019</xref>) as it provides the best electrochemical efficiency and is widely used with a metal film catalyst. However, an organic T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte has also been used in a DSSC to take advantage of its high transmittance and low corrosivity (Towannang et al., <xref ref-type="bibr" rid="B56">2012</xref>, <xref ref-type="bibr" rid="B55">2015</xref>, <xref ref-type="bibr" rid="B57">2018</xref>; Maiaugree et al., <xref ref-type="bibr" rid="B35">2013</xref>, <xref ref-type="bibr" rid="B29">2015a</xref>; Sang-aroon et al., <xref ref-type="bibr" rid="B50">2019</xref>; Tangtrakarn et al., <xref ref-type="bibr" rid="B52">2019</xref>; Tontapha et al., <xref ref-type="bibr" rid="B54">2020</xref>). Indeed, an impressive efficiency of 2.63% for a DSSC-based T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte was achieved with a natural dye sensitizer as studied by Maiaugree et al. (<xref ref-type="bibr" rid="B29">2015a</xref>).</p>
<p>Towannang et al. (<xref ref-type="bibr" rid="B55">2015</xref>) reported the performance of a DSSC employing a T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte. In addition to theoretical calculations, our previous study showed that DFT can be used to investigate the electrocatalytic potentials as well as the energetic, electronic, and thermodynamic properties of CE-based monolayer graphene nanosheets (GNSs) reacted with the T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte (Tontapha et al., <xref ref-type="bibr" rid="B54">2020</xref>). It was found that GNSs can achieve high reactivity with electrolytes, making them an excellent candidate of electrocatalytic material for the design of high-performance DSSC CEs. However, other redox couples incorporated in the organic solutions, such as SCN<sup>&#x02212;</sup>/(SCN)<sup>3&#x02212;</sup>, S/S<sup>2&#x02212;</sup>, Ni<sup>3&#x0002B;</sup>/Ni<sup>4&#x0002B;</sup>, Cu<sup>&#x0002B;</sup>/Cu<sup>2&#x0002B;</sup>, and Co<sup>2&#x0002B;</sup>/Co<sup>3&#x0002B;</sup>, are also good electrolytes (Nusbaumer et al., <xref ref-type="bibr" rid="B39">2001</xref>; Hattori et al., <xref ref-type="bibr" rid="B12">2005</xref>; Nelson et al., <xref ref-type="bibr" rid="B38">2008</xref>; Klahr and Hamann, <xref ref-type="bibr" rid="B20">2009</xref>; Feldt et al., <xref ref-type="bibr" rid="B6">2010</xref>; Li et al., <xref ref-type="bibr" rid="B25">2010</xref>; Tsao et al., <xref ref-type="bibr" rid="B58">2011</xref>; Kashif et al., <xref ref-type="bibr" rid="B17">2012</xref>; Hasan et al., <xref ref-type="bibr" rid="B10">2020</xref>). For example, the obtained efficiency of DSSC 13&#x02013;14% was achieved by using cobalt-based electrolyte (Mathew et al., <xref ref-type="bibr" rid="B36">2014</xref>; Kakiage et al., <xref ref-type="bibr" rid="B16">2015</xref>).</p></sec>
<sec id="s4">
<title>Advanced Functional Materials for Counter Electrodes</title>
<p>The development of catalyst materials with properties comparable with those of Pt is a crucial challenge in which the following characteristics must be attained:</p>
<list list-type="simple">
<list-item><p>- <italic>Use of low-cost materials, such as carbon-based materials, metal oxides, metal carbides, metal sulfides, conductive polymers, and natural products</italic>.</p></list-item>
<list-item><p>- <italic>Use of low-cost, facile synthesis, and fabrication processes based on screen printing, doctor-blade application, hydrothermal deposition, and annealing processes</italic>.</p></list-item>
<list-item><p>- <italic>Use of cocatalyst materials as well as more active catalytic sites; that is, incorporating composites and dopants</italic>.</p></list-item>
</list>
<p>Generally, carbon-based, metal-based, and composite-based CE materials have been investigated to achieve these characteristics.</p>
<sec>
<title>Carbon and Carbon-based Materials</title>
<p>Allotropes of carbon have previously been reported as excellent catalysts because of their low cost, large surface area, high corrosion resistance toward iodine, high reactivity for tri-iodide reduction, and suitable chemical compatibility with other elements (Gr&#x000E4;tzel, <xref ref-type="bibr" rid="B7">2003</xref>). The use of magnesium nanoparticles and molecular dopants such as aniline (AN) and nitrobenzene (NB) on carbon nanostructures can provide high-performance catalysts for DSSCs based on iodide and cobalt-based electrolytes (Pimanpang et al., <xref ref-type="bibr" rid="B43">2009</xref>; Rakspun et al., <xref ref-type="bibr" rid="B44">2020</xref>). Furthermore, mixed powders containing MWCNTs and cement were coated onto a fluorine-doped tin oxide (FTO) substrate at a 29:71 ratio using a simple painting method without heating, resulting in a greater efficiency (9.60%) than that of a pure carbon DSSC (4.99%) (Chindapasirt et al., <xref ref-type="bibr" rid="B4">2019</xref>).</p>
<p>An annealing treatment is commonly proposed to improve the electrical and electrocatalytic activities of DSSC materials. Siriroj et al. (<xref ref-type="bibr" rid="B51">2012</xref>) reported that hydrothermally depositing MWCNT onto a CE annealed at 180&#x000B0;C improved the efficiency of the DSSC from 2.37% (non-annealed) to 7.66%. Wang et al. (<xref ref-type="bibr" rid="B62">2011</xref>) reported that a DSSC using N-doped resistive diamond-like carbon (DLC) films as a catalyst exhibited an efficiency of only 1.57%; however, Park and Kim (<xref ref-type="bibr" rid="B41">2011</xref>) reported that the efficiency of a DSSC with a DLC film increased to 5% when using a 600&#x000B0;C annealing treatment on the DLC film. Similarly, the diamond-like and graphite-like composited films obtained by annealing a hydrogenated DLC film have been applied as efficient catalysts (Uppachai, <xref ref-type="bibr" rid="B59">2015</xref>); annealing a DLC film at 500&#x000B0;C increased DSSC efficiency from 0.24 to 7.61%.</p>
<p>Nanoporous carbon microspheres (CMS) have been synthesized using a hydrothermal deposition method with carrot juice as the natural carbon source. An annealing process was then performed to increase the conductivity and surface area (149.10 m<sup>2</sup>/g) of the resulting microspheres. The efficiency of the cell using this CMS CE was 0.17% before annealing and 7.71% after annealing (Lowpa et al., <xref ref-type="bibr" rid="B26">2015</xref>). Maiaugree et al. (<xref ref-type="bibr" rid="B29">2015a</xref>) synthesized a mangosteen peel carbon (MPC) using a sintering process and applied it as a catalyst with a large surface area of 125 m<sup>2</sup>/g, in a DSSC comprising a T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte. The efficiency of this DSSC reached 2.63%, which was higher than that of a DSSC with a Pt CE (1.47%).</p>
<p>The electrocatalytic activities of the T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte and non-metal catalysts have also been investigated. Tangtrakarn et al. (<xref ref-type="bibr" rid="B52">2019</xref>) synthesized a post-annealed evaporated-carbon CE for a DSSC with a T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte, achieving a solar efficiency of 8.04%. A short-term stability test was also performed over 50 days; the efficiency of the carbon DSSC was observed to remain constant, whereas that of the Pt DSSC decreased by 26%.</p>
<p>A cofunctioning catalyst was proposed to further enhance the electrocatalytic activity and surface area of the CE, resulting in improved solar cell performance. Enhanced DSSC performance was obtained by Towannang et al. (<xref ref-type="bibr" rid="B56">2012</xref>) and Maiaugree et al. (<xref ref-type="bibr" rid="B30">2012a</xref>) by using a polypyrrole (PPy) cocatalyst mixed with MWCNTs and MWCNTs/Pt, respectively. Similarly, the efficiency of a DSSC using an <inline-formula><mml:math id="M57"><mml:msubsup><mml:mrow><mml:mtext>I</mml:mtext></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msubsup></mml:math></inline-formula>/I<sup>&#x02212;</sup> or T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte was found to increase with the addition of the nanoparticle composites of cobalt or nickel to N-doped mesoporous carbon (Hasin et al., <xref ref-type="bibr" rid="B11">2017</xref>). A pronounced 3.59% improvement in performance, close to that of a Pt DSSC (3.84%), was achieved by compositing TiC with carbon as the catalyst (Towannang et al., <xref ref-type="bibr" rid="B56">2012</xref>). Furthermore, a combination of chemical bath deposition, an arc evaporation process, and annealing was used to synthesize a bilayered carbon-decorated Ni<sub>3</sub>S<sub>2</sub> composite nanowall film as a cocatalyst (Maiaugree et al., <xref ref-type="bibr" rid="B33">2015b</xref>). The large surface area of the nanostructure and its high electrocatalytic activity improved the efficiency of a pure evaporated-carbon DSSC. The increased active surface area of nickel sulfide (Ni<sub>3</sub>S<sub>2</sub>) nanoparticles coated on MWCNTs prepared using a hydrothermal deposition process was also found to enhance DSSC performance (Maiaugree et al., <xref ref-type="bibr" rid="B34">2019</xref>).</p></sec>
<sec>
<title>Metal-based and Composite Materials</title>
<p>An advantage of metal-based and composite CE cocatalyst materials is that they can be used in DSSCs instead of a pure PPy or PEDOT:PSS conductive polymer (Wu et al., <xref ref-type="bibr" rid="B65">2008</xref>; Keothongkham et al., <xref ref-type="bibr" rid="B19">2012</xref>). The composite catalyst materials, such as PEDOT-PSS&#x0002B;TiO<sub>2</sub> (Maiaugree et al., <xref ref-type="bibr" rid="B31">2012b</xref>), NiSO<sub>4</sub>&#x0002B;PEDOT:PSS (Maiaugree et al., <xref ref-type="bibr" rid="B35">2013</xref>), NiS&#x0002B;PEDOT:PSS (Maiaugree et al., <xref ref-type="bibr" rid="B32">2017</xref>), and SrTi<sub>1&#x02212;<italic>x</italic></sub>O<sub>3</sub>&#x0002B;PEDOT-PSS (Maiaugree et al., <xref ref-type="bibr" rid="B27">2018</xref>), have been prepared by using various methods employing doctor-blade applications, electrodeposition, or hydrothermal deposition processes. The efficiencies of DSSCs employing these composite materials were found to be significantly increased because multiple catalysts were excited. Towannang et al. (<xref ref-type="bibr" rid="B57">2018</xref>) used a hydrothermal process to fabricate a tungsten carbide (WC) CE catalyst with Pt or Pd particles for DSSCs with a T<sub>2</sub>/T<sup>&#x02212;</sup> electrolyte, resulting in considerably improved cell efficiency. Maiaugree et al. (<xref ref-type="bibr" rid="B28">2014</xref>) synthesized the connected networks of sputtered Pt on porous nickel oxide (PNO) nanosheets for use as a catalyst. The solar conversion efficiency of the FTO/PNO/Pt DSSC was 8.17% compared to the 7.23% efficiency of the FTO/Pt DSSC, as the electrocatalytic activities were enhanced and the electroactive areas were increased. A tungsten oxide (WO<sub>3&#x02212;<italic>x</italic></sub>) CE was easily prepared via thermal annealing of a tungsten sheet under a low-pressure O<sub>2</sub> atmosphere (Uppachai et al., <xref ref-type="bibr" rid="B60">2014</xref>); the resulting presence of W<sup>6&#x0002B;</sup>, W<sup>5&#x0002B;</sup>, and W<sup>4&#x0002B;</sup> valence states in the sub-stoichiometric WO<sub>3&#x02212;<italic>x</italic></sub> produced excellent catalytic activity and electrical conductivity.</p></sec></sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>Functional materials based on cost-effective and low-cost substrates, produced using practical and facile fabrication processes, can be transferred to large-scale DSSC production with optimized materials, components, and manufacturing processes (Amornkitbamrung et al., <xref ref-type="bibr" rid="B1">2015</xref>; Chindapasirt et al., <xref ref-type="bibr" rid="B4">2019</xref>). Co-catalysts and composite materials that provide low resistivity, high catalytic activity, and large surface area are particularly promising. The low-cost approaches using facile fabrication processes detailed in this review can reduce production time while remaining environmentally friendly.</p></sec>
<sec id="s6">
<title>Author Contributions</title>
<p>VA: conceptualization and supervision. PU and ST: manuscript preparation and revision. All authors have read and agreed to the published version of the manuscript.</p></sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
</body>
<back>
<ack><p>The Institute of Nanomaterials Research and Innovation for Energy of the Department of Physics, Faculty of Science at Khon Kaen University, and the Center for Alternative Energy Research and Development at Khon Kaen University are gratefully acknowledged. The use of the research facilities at the Faculty of Engineering on the Khon Kaen campus of Rajamangala University of Technology Isan, is also acknowledged.</p>
</ack>
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<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by the Post-doctoral Training Program for Research Affairs and the Graduate School of Khon Kaen University (Grant no. 60166).</p>
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